| Number of Variables | 11 |
|---|---|
| Number of Rows | 582 |
| Missing Cells | 4 |
| Missing Cells (%) | 0.1% |
| Duplicate Rows | 13 |
| Duplicate Rows (%) | 2.2% |
| Total Size in Memory | 80.5 KB |
| Average Row Size in Memory | 141.7 B |
| Variable Types |
|
| Total_Bilirubin is skewed | Skewed |
|---|---|
| Direct_Bilirubin is skewed | Skewed |
| Alkaline_Phosphotase is skewed | Skewed |
| Alamine_Aminotransferase is skewed | Skewed |
| Asparate_Aminotransferase is skewed | Skewed |
| Albumin_Globulin_Ratio is skewed | Skewed |
| Dataset has 13 (2.23%) duplicate rows | Duplicates |
| Target has constant length 1 | Constant Length |
numerical
| Approximate Distinct Count | 72 |
|---|---|
| Approximate Unique (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9312 |
| Mean | 44.7113 |
| Minimum | 4 |
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4 |
|---|---|
| 5-th Percentile | 18 |
| Q1 | 33 |
| Median | 45 |
| Q3 | 57.75 |
| 95-th Percentile | 72 |
| Maximum | 90 |
| Range | 86 |
| IQR | 24.75 |
| Mean | 44.7113 |
|---|---|
| Standard Deviation | 16.1819 |
| Variance | 261.8546 |
| Sum | 26022 |
| Skewness | -0.02632 |
| Kurtosis | -0.5611 |
| Coefficient of Variation | 0.3619 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 40440 |
| Mean | 4.4845 |
|---|---|
| Standard Deviation | 0.8576 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 6 |
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
| Count | 2610 |
|---|---|
| Lowercase Letter | 2028 |
| Space Separator | 0 |
| Uppercase Letter | 582 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 113 |
|---|---|
| Approximate Unique (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9312 |
| Mean | 3.3033 |
| Minimum | 0.4 |
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.4 |
|---|---|
| 5-th Percentile | 0.6 |
| Q1 | 0.8 |
| Median | 1 |
| Q3 | 2.6 |
| 95-th Percentile | 16.375 |
| Maximum | 75 |
| Range | 74.6 |
| IQR | 1.8 |
| Mean | 3.3033 |
|---|---|
| Standard Deviation | 6.2139 |
| Variance | 38.6129 |
| Sum | 1922.5 |
| Skewness | 4.8908 |
| Kurtosis | 36.7771 |
| Coefficient of Variation | 1.8811 |
numerical
| Approximate Distinct Count | 80 |
|---|---|
| Approximate Unique (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9312 |
| Mean | 1.4885 |
| Minimum | 0.1 |
| Maximum | 19.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.1 |
|---|---|
| 5-th Percentile | 0.1 |
| Q1 | 0.2 |
| Median | 0.3 |
| Q3 | 1.3 |
| 95-th Percentile | 8.4 |
| Maximum | 19.7 |
| Range | 19.6 |
| IQR | 1.1 |
| Mean | 1.4885 |
|---|---|
| Standard Deviation | 2.8103 |
| Variance | 7.8979 |
| Sum | 866.3 |
| Skewness | 3.2011 |
| Kurtosis | 11.2217 |
| Coefficient of Variation | 1.888 |
numerical
| Approximate Distinct Count | 263 |
|---|---|
| Approximate Unique (%) | 45.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9312 |
| Mean | 290.7543 |
| Minimum | 63 |
| Maximum | 2110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 63 |
|---|---|
| 5-th Percentile | 137 |
| Q1 | 175.25 |
| Median | 208 |
| Q3 | 298 |
| 95-th Percentile | 698.55 |
| Maximum | 2110 |
| Range | 2047 |
| IQR | 122.75 |
| Mean | 290.7543 |
|---|---|
| Standard Deviation | 243.1089 |
| Variance | 59101.9516 |
| Sum | 169219 |
| Skewness | 3.7519 |
| Kurtosis | 17.5572 |
| Coefficient of Variation | 0.8361 |
numerical
| Approximate Distinct Count | 152 |
|---|---|
| Approximate Unique (%) | 26.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9312 |
| Mean | 80.8247 |
| Minimum | 10 |
| Maximum | 2000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10 |
|---|---|
| 5-th Percentile | 15 |
| Q1 | 23 |
| Median | 35 |
| Q3 | 60.75 |
| 95-th Percentile | 232 |
| Maximum | 2000 |
| Range | 1990 |
| IQR | 37.75 |
| Mean | 80.8247 |
|---|---|
| Standard Deviation | 182.7577 |
| Variance | 33400.3754 |
| Sum | 47040 |
| Skewness | 6.5271 |
| Kurtosis | 50.0523 |
| Coefficient of Variation | 2.2612 |
numerical
| Approximate Distinct Count | 177 |
|---|---|
| Approximate Unique (%) | 30.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9312 |
| Mean | 110.0687 |
| Minimum | 10 |
| Maximum | 4929 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10 |
|---|---|
| 5-th Percentile | 15.05 |
| Q1 | 25 |
| Median | 42 |
| Q3 | 87 |
| 95-th Percentile | 400.95 |
| Maximum | 4929 |
| Range | 4919 |
| IQR | 62 |
| Mean | 110.0687 |
|---|---|
| Standard Deviation | 289.1419 |
| Variance | 83603.0245 |
| Sum | 64060 |
| Skewness | 10.5112 |
| Kurtosis | 149.3867 |
| Coefficient of Variation | 2.6269 |
numerical
| Approximate Distinct Count | 58 |
|---|---|
| Approximate Unique (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9312 |
| Mean | 6.4826 |
| Minimum | 2.7 |
| Maximum | 9.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2.7 |
|---|---|
| 5-th Percentile | 4.605 |
| Q1 | 5.8 |
| Median | 6.6 |
| Q3 | 7.2 |
| 95-th Percentile | 8.1 |
| Maximum | 9.6 |
| Range | 6.9 |
| IQR | 1.4 |
| Mean | 6.4826 |
|---|---|
| Standard Deviation | 1.0863 |
| Variance | 1.1801 |
| Sum | 3772.9 |
| Skewness | -0.2833 |
| Kurtosis | 0.2156 |
| Coefficient of Variation | 0.1676 |
numerical
| Approximate Distinct Count | 40 |
|---|---|
| Approximate Unique (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9312 |
| Mean | 3.1416 |
| Minimum | 0.9 |
| Maximum | 5.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.9 |
|---|---|
| 5-th Percentile | 1.8 |
| Q1 | 2.6 |
| Median | 3.1 |
| Q3 | 3.8 |
| 95-th Percentile | 4.395 |
| Maximum | 5.5 |
| Range | 4.6 |
| IQR | 1.2 |
| Mean | 3.1416 |
|---|---|
| Standard Deviation | 0.7962 |
| Variance | 0.6339 |
| Sum | 1828.4 |
| Skewness | -0.04253 |
| Kurtosis | -0.399 |
| Coefficient of Variation | 0.2534 |
numerical
| Approximate Distinct Count | 69 |
|---|---|
| Approximate Unique (%) | 11.9% |
| Missing | 4 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9248 |
| Mean | 0.9471 |
| Minimum | 0.3 |
| Maximum | 2.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.3 |
|---|---|
| 5-th Percentile | 0.5 |
| Q1 | 0.7 |
| Median | 0.94 |
| Q3 | 1.1 |
| 95-th Percentile | 1.5 |
| Maximum | 2.8 |
| Range | 2.5 |
| IQR | 0.4 |
| Mean | 0.9471 |
|---|---|
| Standard Deviation | 0.3199 |
| Variance | 0.1023 |
| Sum | 547.45 |
| Skewness | 0.9882 |
| Kurtosis | 3.232 |
| Coefficient of Variation | 0.3377 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 38412 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 582 |